Lifei Chen

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 65

Top Topics

Categorical Data

Machine Learning

Nearest Neighbor

Top Venues

APWeb/WAIM Workshops

Expert Syst. Appl.

Publications

Haiyan Cheng, Lifei Chen, Bin Fang, Jinhua Zhang, Jun Hong
Switching Control for a Soft Rehabilitation Glove With Pneumatic Bellows Actuators. IEEE Robotics Autom. Lett. 9 (6) (2024)
Yunpeng Gong, Chuangliang Zhang, Yongjie Hou, Lifei Chen, Min Jiang
Beyond Dropout: Robust Convolutional Neural Networks Based on Local Feature Masking. CoRR (2024)
Yunpeng Gong, Jiaquan Li, Lifei Chen, Min Jiang
Exploring Color Invariance through Image-Level Ensemble Learning. CoRR (2024)
Sheng Gong, Yumin Zhang, Zhenliang Mu, Zhichen Pu, Hongyi Wang, Zhiao Yu, Mengyi Chen, Tianze Zheng, Zhi Wang, Lifei Chen, Xiaojie Wu, Shaochen Shi, Weihao Gao, Wen Yan, Liang Xiang
BAMBOO: a predictive and transferable machine learning force field framework for liquid electrolyte development. CoRR (2024)
Kunpeng Xu, Lifei Chen, Jean-Marc Patenaude, Shengrui Wang
RHINE: A Regime-Switching Model with Nonlinear Representation for Discovering and Forecasting Regimes in Financial Markets. SDM (2024)
Kunpeng Xu, Lifei Chen, Jean-Marc Patenaude, Shengrui Wang
Kernel Representation Learning with Dynamic Regime Discovery for Time Series Forecasting. PAKDD (6) (2024)
Kunpeng Xu, Lifei Chen, Shengrui Wang
Kolmogorov-Arnold Networks for Time Series: Bridging Predictive Power and Interpretability. CoRR (2024)
Kunpeng Xu, Lifei Chen, Shengrui Wang
DRNet: A Decision-Making Method for Autonomous Lane Changingwith Deep Reinforcement Learning. CoRR (2023)
Jianfei Zhang, Lifei Chen, Shengrui Wang
Toward Healthy Aging: Temporal Regression for Disability Prediction and Warning Decision-Making. DEXA (2) (2023)
Tao Wu, Yujie Fan, Yunning Zhong, Xiu Cheng, Xiangzeng Kong, Lifei Chen
SCNet: A spatial feature fused convolutional network for multi-channel EEG pathology detection. Biomed. Signal Process. Control. 86 (Part A) (2023)
Jianfei Zhang, Lifei Chen, Shengrui Wang
Modeling of Repeated Measures for Time-to-event Prediction. ADMA (1) (2023)
Xuanhui Yan, Lifei Chen, Gongde Guo
Kernel-based data transformation model for nonlinear classification of symbolic data. Soft Comput. 26 (3) (2022)
Liying Hu, Xian Chen, Gongde Guo, Lifei Chen
Nonnegative matrix factorization with combined kernels for small data representation. Expert Syst. Appl. 208 (2022)
Tao Wu, Yunning Zhong, Yujie Fan, Xiangzeng Kong, Lifei Chen
Automatic diagnostics of EEG pathology via capsule network with multi-level feature fusion. BIBM (2022)
Mingqing Huang, Qingshan Jiang, Qiang Qu, Lifei Chen, Hui Chen
Information fusion oriented heterogeneous social network for friend recommendation via community detection. Appl. Soft Comput. 114 (2022)
Kunpeng Xu, Lifei Chen, Shengrui Wang
Data-driven Kernel Subspace Clustering with Local Manifold Preservation. ICDM (Workshops) (2022)
Kunpeng Xu, Lifei Chen, Shengrui Wang
A Multi-view Kernel Clustering framework for Categorical sequences. Expert Syst. Appl. 197 (2022)
Yunpeng Gong, Liqing Huang, Lifei Chen
Person Re-identification Method Based on Color Attack and Joint Defence. CVPR Workshops (2022)
Lifei Chen, Haiyan Wu, Wenxuan Kang, Shengrui Wang
Symbolic sequence representation with Markovian state optimization. Pattern Recognit. 131 (2022)
Chao Huang, Lifei Chen, Pandu R. Tadikamalla, Mikhail Gordon
Valuation and investment strategies of carbon capture and storage technology under uncertainties in technology, policy and market. J. Oper. Res. Soc. 72 (2) (2021)
Rongbo Chen, Haojun Sun, Lifei Chen, Jianfei Zhang, Shengrui Wang
Dynamic order Markov model for categorical sequence clustering. J. Big Data 8 (1) (2021)
Yunpeng Gong, Lifei Chen
Robust Person Re-identification with Multi-Modal Joint Defence. CoRR (2021)
Lifei Chen, Yingying Hu
Risk Factors of Tumor Patients with Peripherally Inserted Central Catheter Related Thrombosis and Nursing Intervention Analysis Mediated by Algorithm-Based Ultrasound Images. Sci. Program. 2021 (2021)
Dandan Che, Shun Guo, Qingshan Jiang, Lifei Chen
PFBNet: a priori-fused boosting method for gene regulatory network inference. BMC Bioinform. 21 (1) (2020)
Tian-jian Luo, Yachao Fan, Lifei Chen, Gongde Guo, Changle Zhou
EEG Signal Reconstruction Using a Generative Adversarial Network With Wasserstein Distance and Temporal-Spatial-Frequency Loss. Frontiers Neuroinformatics 14 (2020)
Jianfei Zhang, Lifei Chen, Yanfang Ye, Gongde Guo, Rongbo Chen, Alain Vanasse, Shengrui Wang
Survival neural networks for time-to-event prediction in longitudinal study. Knowl. Inf. Syst. 62 (9) (2020)
Wei Liu, Hongyi Jiang, Dandan Che, Lifei Chen, Qingshan Jiang
A Real-time Temperature Anomaly Detection Method for IoT Data. IoTBDS (2020)
Mingwei Lin, Xinmei Li, Lifei Chen
Linguistic q-rung orthopair fuzzy sets and their interactional partitioned Heronian mean aggregation operators. Int. J. Intell. Syst. 35 (2) (2020)
Jianfei Zhang, Shengrui Wang, Josiane Courteau, Lifei Chen, Gongde Guo, Alain Vanasse
Feature-weighted survival learning machine for COPD failure prediction. Artif. Intell. Medicine 96 (2019)
Liang Yuan, Wenjian Wang, Lifei Chen
Two-stage pruning method for gram-based categorical sequence clustering. Int. J. Mach. Learn. Cybern. 10 (4) (2019)
Jianfei Zhang, Shengrui Wang, Lifei Chen, Gongde Guo, Rongbo Chen, Alain Vanasse
Time-Dependent Survival Neural Network for Remaining Useful Life Prediction. PAKDD (1) (2019)
Rong Xie, Cunfeng Gu, Li Liu, Lifei Chen, Linyu Zhang
Large Scale UAVs Collaborative Formation Simulation Based on Starlings' Flight Mechanism. APWeb/WAIM Workshops (2018)
Kunpeng Xu, Lifei Chen, Shengrui Wang, Beizhan Wang
A Self-representation Model for Robust Clustering of Categorical Sequences. APWeb/WAIM Workshops (2018)
Xing Wang, Xinhua Jiang, Lifei Chen, Yi Wu
KVLMM: A Trajectory Prediction Method Based on a Variable-Order Markov Model With Kernel Smoothing. IEEE Access 6 (2018)
Xuanhui Yan, Lifei Chen, Gongde Guo
Center-based clustering of categorical data using kernel smoothing methods. Frontiers Comput. Sci. 12 (5) (2018)
Kunxia Wang, ZongBao Zhu, Jian Zhang, Lifei Chen
Speech emotion recognition of Chinese elderly people. Web Intell. 16 (3) (2018)
A. S. M. Touhidul Hasan, Qiang Qu, Chengming Li, Lifei Chen, Qingshan Jiang
An Effective Privacy Architecture to Preserve User Trajectories in Reward-Based LBS Applications. ISPRS Int. J. Geo Inf. 7 (2) (2018)
Liang Yuan, Lifei Chen, Rong Xie, Huihuang Hsu
Sequence-As-Feature Representation for Subspace Classification of Multivariate Time Series. APWeb/WAIM Workshops (2018)
Ruliang Xiao, Runxi Cui, Mingwei Lin, Lifei Chen, Youcong Ni, Xinhong Lin
SOMDNCD: Image Change Detection Based on Self-Organizing Maps and Deep Neural Networks. IEEE Access 6 (2018)
Huakun Liu, Xin Wei, Ruliang Xiao, Lifei Chen, Xin Du, Shi Zhang
OPRCP: approximate nearest neighbor binary search algorithm for hybrid data over WMSN blockchain. EURASIP J. Wirel. Commun. Netw. 2018 (2018)
Liping Chen, Gongde Guo, Lifei Chen
Smooth Representation Clustering Based on Kernelized Random Walks. APWeb/WAIM Workshops (2017)
Wei Zhang, Qingshan Jiang, Lifei Chen, Chengming Li
Two-stage ELM for phishing Web pages detection using hybrid features. World Wide Web 20 (4) (2017)
Lingwei Chen, Shifu Hou, Yanfang Ye, Lifei Chen
An Adversarial Machine Learning Model Against Android Malware Evasion Attacks. APWeb/WAIM Workshops (2017)
Jianfei Zhang, Lifei Chen, Aurélien Bach, Josiane Courteau, Alain Vanasse, Shengrui Wang
Sequential Representation of Clinical Data for Full-Fitting Survival Prediction. AINA Workshops (2017)
Gongde Guo, Lifei Chen, Yanfang Ye, Qingshan Jiang
Cluster Validation Method for Determining the Number of Clusters in Categorical Sequences. IEEE Trans. Neural Networks Learn. Syst. 28 (12) (2017)
Jianfei Zhang, Shengrui Wang, Lifei Chen, Patrick Gallinari
Multiple Bayesian discriminant functions for high-dimensional massive data classification. Data Min. Knowl. Discov. 31 (2) (2017)
Shun Guo, Donghui Guo, Lifei Chen, Qingshan Jiang
A L1-regularized feature selection method for local dimension reduction on microarray data. Comput. Biol. Chem. 67 (2017)
Shifu Hou, Lingwei Chen, Yanfang Ye, Lifei Chen
Deep Analysis and Utilization of Malware's Social Relation Network for Its Detection. APWeb/WAIM Workshops (2017)
Jianfei Zhang, Shengrui Wang, Josiane Courteau, Lifei Chen, Aurélien Bach, Alain Vanasse
Predicting COPD Failure by Modeling Hazard in Longitudinal Clinical Data. ICDM (2016)
A. S. M. Touhidul Hasan, Qingshan Jiang, Chengming Li, Lifei Chen
An Effective Model for Anonymizing Personal Location Trajectory. ICCNS (2016)
Shun Guo, Qingshan Jiang, Lifei Chen, Donghui Guo
Gene regulatory network inference using PLS-based methods. BMC Bioinform. 17 (2016)
A. S. M. Touhidul Hasan, Qingshan Jiang, Jun Luo, Chengming Li, Lifei Chen
An effective value swapping method for privacy preserving data publishing. Secur. Commun. Networks 9 (16) (2016)
Shifu Hou, Aaron Saas, Lifei Chen, Yanfang Ye
Deep4MalDroid: A Deep Learning Framework for Android Malware Detection Based on Linux Kernel System Call Graphs. WI Workshops (2016)
Shifu Hou, Aaron Saas, Yanfang Ye, Lifei Chen
DroidDelver: An Android Malware Detection System Using Deep Belief Network Based on API Call Blocks. WAIM Workshops (2016)
Yong Wu, Yonghui Sun, Lifei Chen
Robust adaptive finite-time synchronization of nonlinear resource management system. Neurocomputing 171 (2016)
Liang Yuan, Zhiling Hong, Lifei Chen, Qiang Cai
Clustering Categorical Sequences with Variable-Length Tuples Representation. KSEM (2016)
Yujie Fan, Yanfang Ye, Lifei Chen
Malicious sequential pattern mining for automatic malware detection. Expert Syst. Appl. 52 (2016)
Lifei Chen, Yanfang Ye, Gongde Guo, Jianping Zhu
Kernel-based linear classification on categorical data. Soft Comput. 20 (8) (2016)
Lifei Chen, Shengrui Wang, Kaijun Wang, Jianping Zhu
Soft subspace clustering of categorical data with probabilistic distance. Pattern Recognit. 51 (2016)
Jianfei Zhang, Lifei Chen, Alain Vanasse, Josiane Courteau, Shengrui Wang
Survival Prediction by an Integrated Learning Criterion on Intermittently Varying Healthcare Data. AAAI (2016)
Lifei Chen, Gongde Guo
Nearest neighbor classification of categorical data by attributes weighting. Expert Syst. Appl. 42 (6) (2015)
Shifu Hou, Lifei Chen, Egemen Tas, Igor Demihovskiy, Yanfang Ye
Cluster-oriented ensemble classifiers for intelligent malware detection. ICSC (2015)
Lifei Chen
A probabilistic framework for optimizing projected clusters with categorical attributes. Sci. China Inf. Sci. 58 (7) (2015)
Hao Zhang, Lifei Chen, Gongde Guo
规范化相似度的符号序列层次聚类 (Hierarchical Clustering of Categorical Sequences by Similarity Normalization). 计算机科学 42 (5) (2015)
Tao Wu, Yujie Fan, Zhiling Hong, Lifei Chen
Subspace Clustering on Mobile Data for Discovering Circle of Friends. KSEM (2015)
Lifei Chen, Gongde Guo, Shengrui Wang, Xiangzeng Kong
Kernel learning method for distance-based classification of categorical data. UKCI (2014)
Lifei Chen, Gongde Guo
Centroid-Based Classification of Categorical Data. WAIM (2014)
Lifei Chen
EM-type method for measuring graph dissimilarity. Int. J. Mach. Learn. Cybern. 5 (4) (2014)
Lifei Chen, Shengrui Wang
Central Clustering of Categorical Data with Automated Feature Weighting. IJCAI (2013)
Jianfei Zhang, Lifei Chen, Gongde Guo
Projected-prototype based classifier for text categorization. Knowl. Based Syst. 49 (2013)
Nan Li, Gongde Guo, Lifei Chen, Si Chen
Optimal subspace classification method for complex data. Int. J. Mach. Learn. Cybern. 4 (2) (2013)
Lifei Chen, Shengrui Wang
Semi-naive Bayesian Classification by Weighted Kernel Density Estimation. ADMA (2012)
Lifei Chen, Gongde Guo, Shengrui Wang
Nearest Neighbor Classification by Partially Fuzzy Clustering. AINA Workshops (2012)
Lifei Chen, Shengrui Wang
Automated feature weighting in naive bayes for high-dimensional data classification. CIKM (2012)
Gongde Guo, Si Chen, Lifei Chen
Soft subspace clustering with an improved feature weight self-adjustment mechanism. Int. J. Mach. Learn. Cybern. 3 (1) (2012)
Lifei Chen, Qingshan Jiang, Shengrui Wang
Model-Based Method for Projective Clustering. IEEE Trans. Knowl. Data Eng. 24 (7) (2012)
Lifei Chen, Shengrui Wang, Xuanhui Yan
Centroid-based clustering for graph datasets. ICPR (2012)
Kaijun Wang, Xuanhui Yan, Lifei Chen
Geometric double-entity model for recognizing far-near relations of clusters. Sci. China Inf. Sci. 54 (10) (2011)
Lifei Chen, Gongde Guo, Kaijun Wang
Class-dependent projection based method for text categorization. Pattern Recognit. Lett. 32 (10) (2011)
Lifei Chen, Gongde Guo
Using class-dependent projection for text categorization. ICMLC (2010)
Si Chen, Gongde Guo, Lifei Chen
A New Over-Sampling Method Based on Cluster Ensembles. AINA Workshops (2010)
Si Chen, Gongde Guo, Lifei Chen
Semi-supervised Classification Based on Clustering Ensembles. AICI (2009)
Lifei Chen, Shanjun He, Qingshan Jiang
Validation indices for projective clustering. Frontiers Comput. Sci. China 3 (4) (2009)
Yanfang Ye, Lifei Chen, Dingding Wang, Tao Li, Qingshan Jiang, Min Zhao
SBMDS: an interpretable string based malware detection system using SVM ensemble with bagging. J. Comput. Virol. 5 (4) (2009)
Lifei Chen, Shengrui Wang, Qingshan Jiang
A Robust Algorithm for Fuzzy Document Clustering. AINA Workshops (2009)
Luying Chen, Lifei Chen, Qingshan Jiang, Beizhan Wang, Liang Shi
An Initialization Method for Clustering High-Dimensional Data. DBTA (2009)
Lifei Chen, Qingshan Jiang
An extended EM algorithm for subspace clustering. Frontiers Comput. Sci. China 2 (1) (2008)
Lifei Chen, Yanfang Ye, Qingshan Jiang
A New Centroid-Based Classifier for Text Categorization. AINA Workshops (2008)
Lifei Chen, Qingshan Jiang, Shengrui Wang
A Probability Model for Projective Clustering on High Dimensional Data. ICDM (2008)
Lifei Chen, Qingshan Jiang, Shengrui Wang
Cluster validation for subspace clustering on high dimensional data. APCCAS (2008)
Fangfei Weng, Qingshan Jiang, Lifei Chen, Zhiling Hong
Clustering Ensemble based on the K-NN Algorithm. SNPD (3) (2007)